Publications by authors named "Volker Roth"

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Machine Learning-Based Prediction of Short-Term Mortality After Coronary Artery Bypass Grafting: A Retrospective Cohort Study.
Islam Salikhanov, Volker Roth, Brigitta Gahl, Gregory Reid, Rosa Kolb

Biomedicines· August 2025

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Localizing hierarchical prediction errors and precisions during an oddball task with volatility: Computational insights and relationship with psychosocial functioning in healthy individuals.
Colleen E Charlton, Daniel J Hauke, Michelle Wobmann, Renate de Bock, Christina Andreou, Volker Roth

Imaging Neurosci (Camb)· February 2025

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Machine Learning Facial Emotion Classifiers in Psychotherapy Research: A Proof-of-Concept Study.
Martin Steppan, Ronan Zimmermann, Lukas Fürer, Matthew Southward, Julian Koenig, Volker Roth

Psychopathology· June 2024

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Using Machine Learning-Based Algorithms to Identify and Quantify Exercise Limitations in Clinical Practice: Are We There Yet?
Fabian Schwendinger, Ann-Kathrin Biehler, Monika Nagy-Huber, Raphael Knaier, Volker Roth

Med Sci Sports Exerc· February 2024

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Altered Perception of Environmental Volatility During Social Learning in Emerging Psychosis.
Daniel J Hauke, Michelle Wobmann, Christina Andreou, Amatya J Mackintosh, Renate de Bock, Volker Roth

Comput Psychiatr· February 2024

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Aberrant Hierarchical Prediction Errors Are Associated With Transition to Psychosis: A Computational Single-Trial Analysis of the Mismatch Negativity.
Daniel J Hauke, Colleen E Charlton, André Schmidt, John D Griffiths, Scott W Woods, Volker Roth

Biol Psychiatry Cogn Neurosci Neuroimaging· December 2023

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The effect of lysergic acid diethylamide (LSD) on whole-brain functional and effective connectivity.
Peter Bedford, Daniel J Hauke, Zheng Wang, Volker Roth, Monika Nagy-Huber

Neuropsychopharmacology· July 2023

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[Nail osteosynthesis of long bones without image intensifier : SIGN Fracture Care makes it possible in hospitals of the "global south"].
Volker Roth

Unfallchirurgie (Heidelb)· April 2023

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Prediction of cognitive decline in Parkinson's disease (PD) patients with electroencephalography (EEG) connectivity characterized by time-between-phase-crossing (TBPC).
Ute Gschwandtner, Guy Bogaarts, Volker Roth, Peter Fuhr

Sci Rep· March 2023

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Dynamic Functional Connectivity of EEG: From Identifying Fingerprints to Gender Differences to a General Blueprint for the Brain's Functional Organization.
Ute Gschwandtner, Guy Bogaarts, Menorca Chaturvedi, Florian Hatz, Antonia Meyer, Volker Roth

Front Neurosci· August 2021

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Silence in the psychotherapy of adolescents with borderline personality pathology.
Ronan Zimmermann, Lukas Fürer, Nathalie Schenk, Julian Koenig, Volker Roth

Personal Disord· March 2021

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Host Genomics of the HIV-1 Reservoir Size and Its Decay Rate During Suppressive Antiretroviral Treatment.
Christian W Thorball, Alessandro Borghesi, Nadine Bachmann, Chantal Von Siebenthal, Valentina Vongrad, Volker Roth

J Acquir Immune Defic Syndr· December 2020

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Learning Extremal Representations with Deep Archetypal Analysis.
Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth

Int J Comput Vis· December 2020

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Heritability of the HIV-1 reservoir size and decay under long-term suppressive ART.
Chenjie Wan, Nadine Bachmann, Venelin Mitov, François Blanquart, Susana Posada Céspedes, Volker Roth

Nat Commun· November 2020

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Cognitive decline in Parkinson's disease is associated with reduced complexity of EEG at baseline.
Sebastian M Keller, Ute Gschwandtner, Antonia Meyer, Menorca Chaturvedi, Volker Roth

Brain Commun· November 2020

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Supervised Speaker Diarization Using Random Forests: A Tool for Psychotherapy Process Research.
Lukas Fürer, Nathalie Schenk, Volker Roth, Martin Steppan, Klaus Schmeck

Front Psychol· July 2020

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EEG Slowing and Axial Motor Impairment Are Independent Predictors of Cognitive Worsening in a Three-Year Cohort of Patients With Parkinson's Disease.
Vitalii V Kozak, Menorca Chaturvedi, Ute Gschwandtner, Florian Hatz, Antonia Meyer, Volker Roth

Front Aging Neurosci· June 2020

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Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates.
Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, Volker Roth

Entropy (Basel)· March 2020

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On the Difference between the Information Bottleneck and the Deep Information Bottleneck.
Aleksander Wieczorek, Volker Roth

Entropy (Basel)· January 2020

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Phase lag index and spectral power as QEEG features for identification of patients with mild cognitive impairment in Parkinson's disease.
Menorca Chaturvedi, Jan Guy Bogaarts, Vitalii V Kozak Cozac, Florian Hatz, Ute Gschwandtner, Volker Roth

Clin Neurophysiol· October 2019

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Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART.
Nadine Bachmann, Chantal von Siebenthal, Valentina Vongrad, Teja Turk, Kathrin Neumann, Volker Roth

Nat Commun· July 2019

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Improving counterfactual reasoning with kernelised dynamic mixing models.
Sonali Parbhoo, Omer Gottesman, Andrew Slavin Ross, Matthieu Komorowski, Aldo Faisal, Volker Roth

PLoS One· April 2019

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Combining Kernel and Model Based Learning for HIV Therapy Selection.
Sonali Parbhoo, Jasmina Bogojeska, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez

AMIA Jt Summits Transl Sci Proc· July 2017

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Quantitative EEG (QEEG) Measures Differentiate Parkinson's Disease (PD) Patients from Healthy Controls (HC).
Menorca Chaturvedi, Florian Hatz, Ute Gschwandtner, Jan G Bogaarts, Antonia Meyer, Volker Roth

Front Aging Neurosci· January 2017

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Gene expression analysis of biopsy samples reveals critical limitations of transcriptome-based molecular classifications of hepatocellular carcinoma.
Zuzanna Makowska, Tujana Boldanova, David Adametz, Luca Quagliata, Julia E Vogt, Volker Roth

J Pathol Clin Res· April 2016

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